diff --git a/.github/workflows/spellcheck.yml b/.github/workflows/spellcheck.yml
index be06851..5e7f681 100644
--- a/.github/workflows/spellcheck.yml
+++ b/.github/workflows/spellcheck.yml
@@ -6,6 +6,16 @@ jobs:
     name: Spellcheck
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
-      - uses: errata-ai/vale-action@v2.1.1
+      - name: Checkout
+        uses: actions/checkout@v4
 
+      - name: Spellcheck
+        uses: errata-ai/vale-action@v2.1.1
+        with:
+          version: latest
+          files: all
+          debug: false
+          reporter: github-check # https://github.com/reviewdog/reviewdog#reporters
+          fail_on_error: true
+          level: error
+          filter_mode: added
diff --git a/.vale.ini b/.vale.ini
index 615d1bc..08596d6 100644
--- a/.vale.ini
+++ b/.vale.ini
@@ -1,5 +1,8 @@
+# https://vale.sh/docs/topics/config/
 StylesPath = .vale
 MinAlertLevel = suggestion
+
+# https://vale.sh/docs/topics/vocab/
 Vocab = AspirePress, Technical, Misc
 
 [*.md]
diff --git a/.vale/config/vocabularies/AspirePress/accept.txt b/.vale/config/vocabularies/AspirePress/accept.txt
index 0288576..2c3ff2b 100644
--- a/.vale/config/vocabularies/AspirePress/accept.txt
+++ b/.vale/config/vocabularies/AspirePress/accept.txt
@@ -1,3 +1,9 @@
+# accept.txt - words considered acceptable spellings
+#
+# lines beginning with '#' are ignored.
+# each line is one word or regex, and is case-sensitive.
+# prefix with (?i) to make case-insensitive.
+
 AspirePress
 ClassicPress
 WordPress
diff --git a/.vale/config/vocabularies/AspirePress/reject.txt b/.vale/config/vocabularies/AspirePress/reject.txt
new file mode 100644
index 0000000..7f13418
--- /dev/null
+++ b/.vale/config/vocabularies/AspirePress/reject.txt
@@ -0,0 +1,5 @@
+# reject.txt - words always considered to be spelling errors
+#
+# lines beginning with '#' are ignored.
+# each line is one word or regex, and is case-sensitive.
+# prefix with (?i) to make case-insensitive.
diff --git a/README.md b/README.md
index 38c3903..a333972 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
 # Governance
 
-Governance documentation for AspirePress. You can view this documentation at 
-[AspirePress Governance](https://governance.aspirepress.org).
\ No newline at end of file
+Governance documentation for AspirePress. You can view this documentation at
+[AspirePress Governance](https://governance.aspirepress.org).